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HDtweedie

The Lasso for Tweedie's Compound Poisson Model Using an IRLS-BMD Algorithm

v1.2 · May 9, 2022 · GPL-2

Description

The Tweedie lasso model implements an iteratively reweighed least square (IRLS) strategy that incorporates a blockwise majorization decent (BMD) method, for efficiently computing solution paths of the (grouped) lasso and the (grouped) elastic net methods.

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116

Last 90 days

411

Last year

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2

Last 7 days

26

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

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158

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478

Last 90 days

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Last year

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CRAN Check Status

2 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Wei Qian <weiqian@stat.umn.edu>’

No Authors@R field in DESCRIPTION.
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  Authors@R: c(person(given = "Wei",
                      family = "Qian",
                      role = c("aut", "cre"),
                      email = "weiqian@stat.umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = "aut",
                      email = "yiyang@umn.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut",
                      email = "hzou@stat.umn.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wei Qian <weiqian@stat.umn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Qian",
                      role = c("aut", "cre"),
                      email = "weiqian@stat.umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = "aut",
                      email = "yiyang@umn.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut",
                      email = "hzou@stat.umn.edu"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Wei Qian <weiqian@stat.umn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Qian",
                      role = c("aut", "cre"),
                    
...[truncated]...
           role = "aut",
                      email = "yiyang@umn.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut",
                      email = "hzou@stat.umn.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wei Qian <weiqian@stat.umn.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Qian",
                      role = c("aut", "cre"),
                    
...[truncated]...
           role = "aut",
                      email = "yiyang@umn.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut",
                      email = "hzou@stat.umn.edu"))
as necessary.

Code

Structure

Lines of code

1,658

Files

25

Compiled share

31.6%

Has compiled src

Yes

Language breakdown

R 480 (29%)C/C++/src 524 (31.6%)Docs 654 (39.4%)

API

Exported functions

4

Internal functions

15

Recent export changes

v1.1+4 HDtweedie, cv.HDtweedie, predict.HDtweedie +1 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL-2

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2013-09-25

Latest release

2022-05-10

Avg cadence

3149 days

Cold removal rate

Dep drift

1

LOC over versions

v1.1: 1,641 LOCv1.2: 1,658 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

Dependency Network

Dependencies Reverse dependencies personalized2part HDtweedie

Version History

3 tracked
new 1.2 Mar 10, 2026
updated 1.2 ← 1.1 diff May 9, 2022
new 1.1 Oct 21, 2013